# Denoising Images

## About this repo
The scripts include development parts of a basic denoising CNN network.

[Proje Linki](https://github.com/rag0nn/noise-detection-dlmodel)

Görseldeki gürültüleri tahmin ederek çıkartan bir nöral ağ modelini içeren proje.

## Data
Dataset includes aerial images from Teknofest UYZ.

## Parts
- **noise-predictor-training.ipynb**: Training and modeling scripts  
- **pre-dev.ipynb**: Pre-developments of some functions  
- **data-collect.ipynb**: Data collection scripts for dataset merging  

## Outputs

### Noisy estimations
![Noisy estimations](https://github.com/rag0nn/noise-detection-dlmodel/blob/main/noisies.jpg)

### Original estimations
![Original estimations](https://github.com/rag0nn/noise-detection-dlmodel/blob/main/origs.jpg)

## Model
You can access the model in training (`noise-predictor`).

## LICENSE
This project is licensed under the MIT License.  
For more details, please refer to the `LICENSE` file.